Bounded isotonic regression

DOI10.1214/17-EJS1365zbMath1383.62119MaRDI QIDQ1684147

Saharon Rosset, Ronny Luss

Publication date: 8 December 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1510887944

zbMATH Keywords

bounded regressionpartial ordernonparametric regressionisotonic regressionmultivariate regressionoptimal thresholdLasso regularizationrange regularization

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07)

Related Items (5)

Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals ⋮ Characterizing the optimal solutions to the isotonic regression problem for identifiable functionals ⋮ Stacked grenander and rearrangement estimators of a discrete distribution ⋮ Estimating piecewise monotone signals ⋮ Pooling adjacent violators under interval constraints

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